Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with exponential-smoothing
A curated list of projects in awesome lists tagged with exponential-smoothing .
https://github.com/Nixtla/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
arima automl baselines data-science econometrics ets exponential-smoothing fbprophet forecasting machine-learning mstl naive neuralprophet predictions prophet python seasonal-naive statistics theta time-series
Last synced: 31 Jul 2024
https://github.com/nixtla/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
arima automl baselines data-science econometrics ets exponential-smoothing fbprophet forecasting machine-learning mstl naive neuralprophet predictions prophet python seasonal-naive statistics theta time-series
Last synced: 01 Oct 2024
https://github.com/uber/orbit
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
arima bayesian bayesian-methods bayesian-statistics changepoint exponential-smoothing forecast forecasting machine-learning orbit probabilistic probabilistic-programming pyro pystan python pytorch regression regression-models stan time-series
Last synced: 27 Sep 2024
https://github.com/lampspuc/statespacemodels.jl
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
econometrics exponential-smoothing forecasting julia-language kalman-filter sarima state-space-models statistics time-series time-series-analysis unobserved-components
Last synced: 29 Sep 2024
https://github.com/LAMPSPUC/StateSpaceModels.jl
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
econometrics exponential-smoothing forecasting julia-language kalman-filter sarima state-space-models statistics time-series time-series-analysis unobserved-components
Last synced: 02 Aug 2024
https://github.com/carlomazzaferro/scikit-hts
Hierarchical Time Series Forecasting with a familiar API
exponential-smoothing fbprophet hierarchical-data machine-learning scikit-learn statsmodels time-series time-series-analysis
Last synced: 30 Sep 2024
https://github.com/lucidrains/etsformer-pytorch
Implementation of ETSformer, state of the art time-series Transformer, in Pytorch
artificial-intelligence deep-learning exponential-smoothing time-series transformers
Last synced: 03 Oct 2024
https://github.com/config-i1/smooth
The set of functions used for time series analysis and in forecasting.
arima arima-forecasting ces ets exponential-smoothing forecast r-package state-space time-series
Last synced: 01 Aug 2024
